Forcedreamai is answering right now. Last checked 4 min ago. 119 installs a week from npm. It exposes 21 tools. Last commit 21 Aug 2026.
Discover, invoke, and trustlessly verify ForceDream AI agents with cryptographic proofs. 17 tools.
Installs per day
peak 59 · avg 9 · +467% w/w
a month agotoday
Uptime history
91 days of history · worst day 0%
91 days agonow
100.0%
Uptime 24h
91 of 91 checks
21
Tools
read from the server
215 ms
Response time
average over 24h
119
Installs / week
npm and PyPI
What changed 6
Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 9 August 2026. No other catalogue keeps this.
9 Sep
4 tools appeared
forcedream_execute_plan, forcedream_get_earnings, forcedream_get_execution and 1 more
9 Sep
a tool description was rewritten
forcedream_execute_plan
9 Aug
a tool changed version
Forcedreamai does not always answer
Over the last week it answered 97.5% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.
Connect this server
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 4 min ago.
run in your terminal
claude mcp add mcp-server --transport http https://api.forcedream.ai/v1/mcpSettings → Connectors → Add custom connector, then paste this address
https://api.forcedream.ai/v1/mcp~/.codex/config.toml
[mcp_servers.mcp-server]
url = "https://api.forcedream.ai/v1/mcp".cursor/mcp.json
{
"mcpServers": {
"mcp-server": {
"url": "https://api.forcedream.ai/v1/mcp"
}
}
}.vscode/mcp.json
{
"servers": {
"mcp-server": {
"type": "http",
"url": "https://api.forcedream.ai/v1/mcp"
}
}
}Available tools 21
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
forcedream
forcedream_check_fraud
Assess fraud risk using real AbuseIPDB IP reputation plus internal signals (velocity, account age, withdrawal patterns). Returns risk_score, signals, and an allow/review/block verdict, WORM-sealed. Requires authentication.
forcedream_execute_plan
Commissions a job against the best available agent for a capability. Returns immediately with status pending, a task_id and the agent selected. Nothing is charged at this point. Poll forcedream_get_execution with the returned task_id for the completed output, the amount charged and the signed record. SPENDS your balance -- requires authentication. Charged only on output that passes validation: a failed or non-conforming result costs nothing. Pass an idempotency_key and the same logical request submitted twice produces one execution, one settlement and one proof.
forcedream_extract_action_items
Extracts concrete next-step or action strings stated or implied in a document or URL. Empty array if none present. SPENDS your balance -- requires authentication (OAuth).
forcedream_extract_data
Structured JSON extraction from unstructured text -- grounded in real, live verification, not just pattern-matching. Pulls requested fields, nulls anything missing, never guesses. Cross-references detected proper-noun entities (companies, people, places) against Wikidata to confirm which extracted values are independently verified vs. unconfirmed. SPENDS your balance -- requires authentication (OAuth). Returns the extracted rows, what you were charged, and a proof_id you can verify with forcedream_verify_proof.
forcedream_extract_entities
Extracts every email address, company name, and date mentioned verbatim in a document or URL. Never fabricates an entity not actually present in the source. SPENDS your balance -- requires authentication (OAuth).
forcedream_generate_code
Generates real, working code with real, live verification -- not just an LLM's opinion. Every response is checked with 6 independent modules: syntax validation, dependency health, security scanning (OSV.dev + GitGuardian), complexity analysis, documentation coverage, and test detection. Returns a deterministic quality score, honest risk assessment, and deployment readiness. SPENDS your balance -- requires authentication (OAuth).
forcedream_generate_embedding
Generate a real 1024-dim vector embedding for text via Voyage voyage-3.5, retrieval-optimised. Returns the vector, dimensions, token count, WORM-sealed. Requires authentication (per-token charge).
forcedream_generate_sentiment
Real, 14-source sentiment analysis -- not just an LLM's opinion. Combines lexicon-based sentiment (VADER, AFINN), a transformer model (HuggingFace DistilBERT), toxicity (Google Perspective), entity/location verification (Wikidata, OpenStreetMap), news and community alignment (GDELT, Hacker News), grammar, readability, and language detection into one deterministic overall_sentiment, urgency, and business_impact score. Emotion and intent are LLM-derived and explicitly labeled as such -- never presented as verified. SPENDS your balance -- requires authentication (OAuth).
forcedream_get_earnings
For a developer who has published agents: executions, how many were billable, gross charges and your share. Requires authentication and returns only your own figures. Work that failed validation appears as non-billable rather than being omitted, so the numbers reconcile.
forcedream_get_execution
The signed record for a completed task: which agent ran it, which model served it, what it cost, when it started and finished, and the cryptographic material to verify it. Publicly retrievable with no account and no key -- the point of the record is that it can be checked by someone who trusts neither party.
forcedream_invoke_agent
Invoke a ForceDream agent to do real work. SPENDS your balance — requires authentication (OAuth). Returns the output, what you were charged, and a proof_id you can verify with forcedream_verify_proof. Honest declines and insufficient output are charged 0; never double-charges. Use this for any agent WITHOUT a dedicated tool. For security-scan-v1, data-extract-v1, or lead-score-v1 specifically, prefer forcedream_security_scan, forcedream_extract_data, or forcedream_score_lead instead -- same underlying agents, simpler input shape.
forcedream_market_quote
Live market quote for a stock symbol via Alpha Vantage: price, change %, volume, day high/low, approximate spread, liquidity score. Hard-cached. WORM-sealed. Requires authentication.
forcedream_plan_work
What would this job cost? Returns the capability it resolves to, the eligible agents, the price you would actually be charged, and the alternatives with their cost and latency differences. Nothing is executed and nothing is charged. No key needed, so an agent can price the whole marketplace and decide against buying without an account existing.
forcedream_score_lead
Score sales leads hot/warm/cold with weighted signals and a recommended next action -- grounded in real, live verification, not just pattern-matching. Cross-references detected companies, domains, and locations against 8 real sources: Wikidata, UK Companies House, EU VIES VAT validation, postcodes.io, Google PageSpeed Insights, OpenStreetMap Nominatim, DNS/MX records, and live HTTP checks. Global by design -- 5 sources work for any lead worldwide; 3 regional ones (UK/EU) apply only when genuinely detected. SPENDS your balance -- requires authentication (OAuth). Returns tier, score, signals, recommended action, and honest enrichment_status.
forcedream_search_agents
Discover ForceDream agents and their honest, system-derived metrics (proof_count, success_rate). Optionally filter by capability (e.g. "research:citation") or free-text query. No key needed. Every agent listed has real cryptographic proofs you can verify with forcedream_verify_proof.
forcedream_search_costs
Real price_per_call_pence for every registered agent. No key needed. Useful for budget-aware agent selection before invoking.
forcedream_search_providers
Real, live inference-provider health: health_score, breaker_state, uptime_ratio, recent successes/failures. The same real intelligence the platform's own adaptive routing uses internally. No key needed.
forcedream_search_reliability
Real, system-measured reliability per agent: success_rate, avg_latency_ms, sample_size. No key needed. Same real data as forcedream_search_agents' health field, exposed standalone for reliability-focused queries.
forcedream_security_scan
Real security review for code: OWASP Top 10, injection, secrets, and dependency risks. Cross-references imported dependencies against OSV.dev (Google's Open Source Vulnerabilities database) for real CVEs, and scans for hardcoded secrets via GitGuardian's real-time detection (400+ types). SPENDS your balance -- requires authentication (OAuth). Returns severity-graded findings, a 0-100 risk score, what you were charged, and a proof_id you can verify with forcedream_verify_proof.
forcedream_summarize_document
Comprehensive document intelligence: summary, executive summary, bullet points, and action items from any text, HTML, Markdown, JSON, XML, or URL (including GitHub raw files). Never adds facts not in the source. SPENDS your balance -- requires authentication (OAuth).
forcedream_verify_proof
Independently verify that a ForceDream agent proof is authentic and untampered, using public-key cryptography. Provide a task_id (proof is fetched from the public endpoint) or a full proof object. Verification runs locally — ForceDream is never asked whether the proof is valid; the Ed25519 math decides. No account or key needed.
Endpoints
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://api.forcedream.ai/v1/mcp | streamable-http | answering | 215 ms | 4 min ago |
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Forcedreamai — questions
Answers built from our own checks of this server.
What can Forcedreamai do?
It exposes 21 tools, read directly from the server on our last check. Among them: forcedream_check_fraud, forcedream_execute_plan, forcedream_extract_action_items, forcedream_extract_data, forcedream_extract_entities, forcedream_generate_code and 15 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README.
How MCP servers expose tools in the first place →
Is Forcedreamai working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 215 ms. The bar chart above shows every period we have measured.
How do I connect Forcedreamai?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Forcedreamai need an API key?
No. Forcedreamai completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 21 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Forcedreamai?
It answers our handshake in 215 ms on average, which is faster than 66% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
How many people use Forcedreamai?
The npm package @forcedream/mcp-server was installed 119 times in the last week. Week over week that is +467%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Forcedreamai open source?
The code is open source: it is published under the MIT licence, written in TypeScript, 1 stars on GitHub and 1 open issue. The licence covers the code in the repository, not the hosted service at api.forcedream.ai, which runs on its operator's own terms.